Interpreting Predictive Models through Causality: A Query-Driven Methodology

Machine learning algorithms have been widely adopted in recent years due to their efficiency and versatility across many fields. However, the complexity of predictive models has led to a lack of interpretability in automatic decision-making. Recent works have improved general interpretability by est...

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Bibliographic Details
Main Authors: Mahdi Hadj Ali, Yann Le Biannic, Pierre-Henri Wuillemin
Format: Article
Language:English
Published: LibraryPress@UF 2023-05-01
Series:Proceedings of the International Florida Artificial Intelligence Research Society Conference
Online Access:https://journals.flvc.org/FLAIRS/article/view/133387
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